Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

BS_1EBQ3T20

high-grade glioma

4576aa6b-10f4-5d59-b0e5-fa3c0c79ded9

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
high-grade glioma
cancer_type_detailed
subtype
cancer_type
high-grade glioma
overall_survival_months
230.74901445466492
age_years
3.447
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.677
  • MYC_TARGETS_V1+0.626
  • G2M_CHECKPOINT+0.607
  • MYC_TARGETS_V2+0.480
  • PANCREAS_BETA_CELLS+0.392
  • PROTEIN_SECRETION+0.340
  • DNA_REPAIR+0.272
  • UNFOLDED_PROTEIN_RESPONSE+0.259
  • WNT_BETA_CATENIN_SIGNALING+0.243
  • MITOTIC_SPINDLE+0.240

Top 10 suppressed

  • MYOGENESIS-0.351
  • BILE_ACID_METABOLISM-0.344
  • APICAL_SURFACE-0.332
  • INTERFERON_ALPHA_RESPONSE-0.294
  • KRAS_SIGNALING_DN-0.277
  • ADIPOGENESIS-0.272
  • P53_PATHWAY-0.245
  • ESTROGEN_RESPONSE_EARLY-0.240
  • CHOLESTEROL_HOMEOSTASIS-0.221
  • INTERFERON_GAMMA_RESPONSE-0.213

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR934937
brain-umap@2
0.877
2SRR934990
brain-umap@2
0.866
3SRR934893
brain-umap@2
0.859
4293E6D35-8392-4C44-BC18-F917989516B0
brain-umap@2
0.855
5BS_A0DYVX9J
brain-umap@2
high-grade glioma0.844
6C635C019-A66D-42B7-911C-4D0742CAF95A
brain-umap@2
0.840
7SRR934900
brain-umap@2
0.837
8MNG732
mng-umap@100
0.833
9de5a4588-05ec-461f-9235-90611b01f4b6
melanoma-umap@29
0.831
100D600773-1B42-4F04-BCEA-39F658DF63F1
brain-umap@2
0.827

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 22 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.677Inavolisib— uncovered
MYC_TARGETS_V10.626Inavolisib— uncovered
G2M_CHECKPOINT0.607Inavolisib— uncovered
MYC_TARGETS_V20.480Idelalisib— uncovered
PANCREAS_BETA_CELLS0.392Cobimetinib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
DNA_REPAIR0.272Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.259Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.243Inavolisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
MTORC1_SIGNALING0.219Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.173Remibrutinib— uncovered
NOTCH_SIGNALING0.159Inavolisib— uncovered
ANGIOGENESIS0.139Remibrutinib— uncovered
ANDROGEN_RESPONSE0.138Inavolisib— uncovered
TGF_BETA_SIGNALING0.137Inavolisib— uncovered
KRAS_SIGNALING_UP0.131Inavolisib— uncovered
SPERMATOGENESIS0.071Inavolisib— uncovered
UV_RESPONSE_UP0.066Idelalisib— uncovered
ALLOGRAFT_REJECTION0.043Idelalisib— uncovered